On the role of user segmentation in recommender systems' performances.
Elif Ece ErdemGünce Keziban OrmanPublished in: KES (2023)
Keyphrases
- recommender systems
- collaborative filtering
- user preferences
- user profiles
- user model
- user modeling
- recommendation quality
- information overload
- user modelling
- information filtering
- user interests
- matrix factorization
- multiscale
- user profiling
- cold start problem
- user feedback
- segmentation algorithm
- user interface
- trust aware
- collaborative filtering recommender systems
- implicit feedback
- region growing
- relevance feedback
- user ratings
- location information
- personalized services
- cold start
- fully automatic
- content based filtering
- active user
- personal preferences
- image segmentation
- website